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@karpathy
karpathy / llm-wiki.md
Created April 4, 2026 16:25
llm-wiki

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@Pythonation
Pythonation / prompt.md
Last active September 14, 2026 18:13
3 PROMPTS OF CODING AGENTS

1. برومبت التخطيط المطوّر (The Planning Protocol)

[الدور والمسؤولية] أنت الآن تعمل بصفة Staff Software Engineer ومدير تقني Tech Lead. مهمتك التخطيط المعماري الصارم للمشروع التالي: [أدخل وصف المشروع هنا]

[قواعد ما قبل التتخطيط] قبل البدء بالبروتوكولات، يجب أن تطبق مبدأ "Think Before Coding":

@xplo1t-sec
xplo1t-sec / resources.md
Created October 27, 2021 15:28 — forked from muff-in/resources.md
A curated list of Assembly Language / Reversing / Malware Analysis / Game Hacking-resources
@ne0g
ne0g / SECURITY_COURSES.md
Created January 16, 2026 19:39 — forked from DAEMON-404/SECURITY_COURSES.md
SANS-Courses

Cyber Security Certification Resources

Category Type Status

A collection of SANS/GIAC training materials and related cybersecurity resources.

Note: These resources are for educational purposes.

@anjmao
anjmao / security-context-capabilities.yaml
Last active September 15, 2026 07:53
Kubernetes security context all capabilities
apiVersion: v1
kind: Pod
metadata:
name: security-context-capabilities
spec:
containers:
- name: example
image: gcr.io/google-samples/node-hello:1.0
securityContext:
capabilities:
@ynwd
ynwd / docs-template.md
Last active September 15, 2026 07:48
Technical Documentation Template

Technical Documentation Template

First of all, you need to understand you are not writing documentation for you, nor for your current team. You are writing documentation for the future developers that were not there when you first wrote this code. Worst of it, they might think it is bad code for many reasons and won’t understand why you wrote this way.

Taken from: How to write good software technical documentation

Table of contents

@DenBread
DenBread / README.md
Created February 16, 2025 22:16
Free Activation Code for JetBrains Products

My greetings, for everyone.

How to activate any JetBrains products with 3.jetbra.in?

First we need to visit this website

https://3.jetbra.in

Click the first link with Online status, by default is ipfs.io

Screenshot 2024-12-28 at 19 22 31

@thdxg
thdxg / cursor_glide.glsl
Created September 14, 2026 14:09
Ghostty smooth cursor animation
// the cursor itself glides between cells instead of jumping.
// Unlike a trail shader, this one is the focused cursor, so it
// requires ghostty's own cursor to be hidden:
//
// cursor-opacity = 0
// custom-shader = "./shaders/cursor_glide.glsl"
// --- CONFIGURATION ---
const float DURATION = 0.14; // seconds for one glide
@przeprogramowani
przeprogramowani / active-learning-prompt.md
Last active September 15, 2026 07:44
Efektywna nauka z AI - prompty

Uczę się technologii X. Mam przed sobą pliki z prawdziwego projektu, który zbudowałem z AI: @y. Wyjaśniaj krok po kroku, skupiając się na jednym kluczowym koncepcie. Zacznij od tego, co się dzieje na serwerze gdy użytkownik wchodzi na stronę, a potem co dzieje się w przeglądarce.
Po każdym kroku zadaj mi pytanie sprawdzające - nie kontynuuj, dopóki nie odpowiem poprawnie.